Publications citing MIMIC-III Waveform Database v1.0

Title Page Predictive Value of Lymphocyte-to-Monocyte Ratio in Patients with Atrial Fibrillation: A Propensity Score Matching Analysis
Yue Yu, Suyu Wang, Pei Wang et al. Research Square, 2021. Cites: paper

A trauma‐related survival predictive model of acute respiratory distress syndrome
Rui Tang, Hanghang Wang, Junnan Peng et al. Journal of Clinical Laboratory Analysis, 2021. Cites: paper

Documentation of Body Mass Index is Associated with an Improvement of Mortality in Sepsis: Analysis of MIMIC-III Database
Yuting Wang, Jiefei Ma, Xiaoming W Lin et al. Research Square, 2021. Cites: paper

Feature Explanations in Recurrent Neural Networks for Predicting Risk of Mortality in Intensive Care Patients
Thanakron Na Pattalung, Thammasin Ingviya, Sitthichok Chaichulee. Journal of Personalized Medicine, 2021. Cites: paper

Association Between Postoperative Thrombocytopenia and Outcomes After Coronary Artery Bypass Grafting Surgery
Jinghang Li, Dongmin Yu, Yuanyuan Song et al. Frontiers in Surgery, 2021. Cites: paper

Semantic Information Retrieval on Medical Texts
Lynda Tamine, Lorraine Goeuriot. ACM Computing Surveys, 2021. Cites: paper

Temporal Relation Extraction in Clinical Texts
Yohan Bonescki Gumiel, Lucas Emanuel Silva e Oliveira, Vincent Claveau et al. ACM Computing Surveys, 2021. Cites: paper

Inhaled Beta2-Agonists Increase In-Hospital Mortality in ICU Patients with Heart Failure
Zexiong Li, Yesheng Ling, Qian Chen et al. International Heart Journal, 2021. Cites: paper

TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings
David Gordon, Panayiotis Petousis, Henry W. Zheng et al. Frontiers in Big Data, 2021. Cites: paper

Automated ICD Coding Using Deep Learning
Sagar Sudhir Dhobale, Sharda Bapat. Advances in healthcare information systems and administration book series, 2021. Cites: paper

Development of SAB model for predicting mortality in intensive care unit after aortic aneurysm surgery
Kai Huang, Runnan Shen, Senyi Peng et al. Annals of Palliative Medicine, 2021. Cites: paper

Optimizing for Interpretability in Deep Neural Networks with Tree Regularization
Mike Wu, Sonali Parbhoo, Michael C. Hughes et al. Journal of Artificial Intelligence Research, 2021. Cites: paper

Hypertension Risk Assessment from Photoplethysmographic Recordings Using Deep Learning Classifiers
Jesús Cano, Vicente Bertomeu‐González, Lorenzo Fácila et al. Computing in cardiology, 2021. Cites: paper

Improved Discrimination Between Healthy and Hypertensive Individuals Combining Photoplethysmography and Electrocardiography
Jesús Cano, Fernando Hornero, Aurelio Quesada et al. Computing in cardiology, 2021. Cites: paper

A methodology based on Trace-based clustering for patient phenotyping
Antonio Lopez-Martinez-Carrasco, José M. Juárez, Manuel Campos et al. Knowledge-Based Systems, 2021. Cites: paper

Label distribution for multimodal machine learning
Yi Cheng Ren, Ning Xu, Miaogen Ling et al. Frontiers of Computer Science, 2021. Cites: paper

Empirical Findings on the Role of Structured Data, Unstructured Data, and their Combination for Automatic Clinical Phenotyping.
Asher Moldwin, Dina Demner‐Fushman, Travis R. Goodwin. PubMed Central, 2021. Cites: paper

Integration of NLP2FHIR Representation with Deep Learning Models for EHR Phenotyping: A Pilot Study on Obesity Datasets.
Sijia Liu, Yuan Luo, Daniel J. Stone et al. PubMed Central, 2021. Cites: paper

MAgEC: Using Non-Homogeneous Ensemble Consensus for Predicting Drivers in Unexpected Mechanical Ventilation.
Stefanos Giampanis, Abhishaike Mahajan, Theodore C. Goldstein et al. PubMed Central, 2021. Cites: paper

Pseudo-data generation for the extraction of Problems, Treatments and Tests.
Jeff Smith, Evan French, William A. Cramer et al. PubMed Central, 2021. Cites: paper

Using Restricted Cubic Splines to Study the Trajectory of Systolic Blood Pressure in the Prognosis of Acute Myocardial Infarction
Shuai Zheng, Fengzhi Zhao, Rui Yang et al. Frontiers in Cardiovascular Medicine, 2021. Cites: paper

Association Between Oxygen Partial Pressure Trajectories and Short-Term Outcomes in Patients With Hemorrhagic Brain Injury
Guolong Cai, Weizhe Ru, Qianghong Xu et al. Frontiers in Medicine, 2021. Cites: paper

Electronic health records based reinforcement learning for treatment optimizing
Tianhao Li, Zhishun Wang, Wei Lü et al. Information Systems, 2021. Cites: paper

A novel hybrid deep learning architecture for predicting acute kidney injury using patient record data and ultrasound kidney images
Sophia M. Shi. Applied Artificial Intelligence, 2021. Cites: paper

Artificial Intelligence and Mapping a New Direction in Laboratory Medicine: A Review
Daniel S. Herman, Daniel D. Rhoads, Wade L. Schulz et al. Clinical Chemistry, 2021. Cites: paper

Assessment of Non-Invasive Blood Pressure Prediction from PPG and rPPG Signals Using Deep Learning
Fabian Schrumpf, Patrick Frenzel, Christoph Aust et al. Sensors, 2021. Cites: paper

A Survey on Recent Named Entity Recognition and Relationship Extraction Techniques on Clinical Texts
Priyankar Bose, Sriram Srinivasan, William C. Sleeman et al. Applied Sciences, 2021. Cites: paper

Machine learning based early mortality prediction in the emergency department
Cong Li, Zhuo Zhang, Yazhou Ren et al. International Journal of Medical Informatics, 2021. Cites: paper

Privacy-first health research with federated learning
Adam Sadilek, Luyang Liu, Dung T. Nguyen et al. npj Digital Medicine, 2021. Cites: paper

Chromatin accessibility combined with enhancer clusters activation mediates heterogeneous response to dexamethasone in myeloma cells
Victor Gaborit, Jonathan Cruard, Catherine Guérin‐Charbonnel et al. bioRxiv (Cold Spring Harbor Laboratory), 2021. Cites: paper

The Problem of Fairness in Synthetic Healthcare Data
Karan Bhanot, Miao Qi, John S. Erickson et al. Entropy, 2021. Cites: paper

Communication Efficient Generalized Tensor Factorization for Decentralized Healthcare Networks
Jing Ma, Qiuchen Zhang, Jian Lou et al. arXiv (Cornell University), 2021. Cites: paper

Association between serum phosphate and mortality in critically ill patients: a large retrospective cohort study
Yang Chen, Mengdi Luo, Huange Xu et al. BMJ Open, 2021. Cites: paper

Automatic Metadata Generation for Fish Specimen Image Collections
Joel Pepper, Jane Greenberg, Yasin Bakış et al. ACM/IEEE Joint Conference on Digital Libraries, 2021. Cites: paper

Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data Generation
Devendra Singh Dhami, Mayukh Das, Sriraam Natarajan. Principles of Knowledge Representation and Reasoning, 2021. Cites: paper

Establishment of a prognostic model for patients with sepsis based on SOFA: a retrospective cohort study
Hui Liu, Luming Zhang, Fengshuo Xu et al. Journal of International Medical Research, 2021. Cites: paper

Practical Guide to Natural Language Processing for Radiology
Ali Mozayan, Alexander R. Fabbri, Michelle N. Maneevese et al. Radiographics, 2021. Cites: paper

Synthetic Differential Privacy Data Generation for Revealing Bias Modelling Risks
Matthew Wilchek, Yingjie Wang. IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2021. Cites: paper

A machine learning predictive model of in-hospital mortality in patients with sepsis complicated by anemia: a retrospective study based on the MIMIC-III database
Xiaobin Liu, Yu Zhao, Yingyi Qin et al. Research Square, 2021. Cites: paper

A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
Jay Chandra, Miguel Ángel Armengol de la Hoz, Gwendolyn Lee et al. medRxiv, 2021. Cites: paper

Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data
Pulkit Sharma, Farah E. Shamout, Vinayak Abrol et al. IEEE Journal of Biomedical and Health Informatics, 2021. Cites: paper

Recognizing blood pressure patterns in sedated critically ill patients on mechanical ventilation by spectral clustering
Shengjun Liu, Longxiang Su, Xin Liu et al. Annals of Translational Medicine, 2021. Cites: paper

Thrombocytopenia and platelet count recovery in patients with sepsis-3: a retrospective observational study
Hui Zhou, Zhifeng Li, Hui Liang et al. Platelets, 2021. Cites: paper

Integrating a spoken dialogue system, nursing records, and activity data collection based on smartphones
Tittaya Mairittha, Nattaya Mairittha, Sozo Inoue. Computer Methods and Programs in Biomedicine, 2021. Cites: paper

Unified concept and assertion detection using contextual multi-task learning in a clinical decision support system
Sankaran Narayanan, Pradeep Achan, P. Venkat Rangan et al. Journal of Biomedical Informatics, 2021. Cites: paper

Automatic Question Answering and Knowledge Discovery from Electronic Health Records
Ping Wang. VTechWorks (Virginia Tech), 2021. Cites: paper

A Longitudinal Normative Dataset and Protocol for Speech and Language Biomarker Research
James W. Schwoebel, Joel Schwartz, Lindsay Warrenburg et al. medRxiv, 2021. Cites: paper

Sepsis Prediction Model in the Intensive Care Unit (ICU) Using Support Vector Machine (SVM)
Zeina Rayan, Marco Alfonse, Abdel-Badeeh Mohamed Salem. Lecture notes in networks and systems, 2021. Cites: paper

Decision letter for "A Pilot Study For Fragment Identification Using 2D NMR and Deep Learning"
Publons reviews and discussion, 2021. Cites: paper

Deep Learning based non-invasive diabetes predictor using Photoplethysmography signals
Venkatesh Bharadwaj Srinivasan, Foroohar Foroozan. European Signal Processing Conference (EUSIPCO), 2021. Cites: paper

Cited by